Innowise Group vs MobiDev: full comparison for 2026
Last updated: July 2026
Quick verdict
MobiDev (4.2/5) edges ahead of Innowise Group (3.9/5) overall. MobiDev is the better choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record.. Innowise Group is the stronger option for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. The right choice depends on your project size, budget, and required tech stack.
Innowise Group vs MobiDev: head-to-head summary
| Criterion | Innowise Group | MobiDev |
|---|---|---|
| Founded | 2007 | 2009 |
| HQ | Warsaw, Poland | Atlanta, Georgia, USA |
| Team size | 1,001–5,000 | 201–500 |
| Rating | 3.9 / 5 | 4.2 / 5 |
| Best for | Companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor. | Retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record. |
| Pricing model | Fixed project, dedicated team, staff augmentation | Fixed project and dedicated team |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, AWS | Python, TensorFlow, OpenCV |
| Industries served | Technology/SaaS, Healthcare, Retail, Financial Services | Retail, Hospitality, Health & Fitness, Sports |
Innowise Group vs MobiDev: overview
Innowise Group
Innowise Group is a global full-cycle software development and IT consulting company established in 2007, headquartered in Warsaw, Poland. The firm has grown to roughly 3,000–3,500 employees and offers AI/ML services alongside web and mobile development, cloud, QA, DevOps, cybersecurity, and IT staff augmentation, with recent office expansions into the UK, UAE, and Germany.
MobiDev
MobiDev is a custom software development company founded in 2009, headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine, and roughly 290–400 engineers. CEO Oleg Lola initiated a dedicated AI/ML practice in 2018, and the company has since delivered more than 65 AI/ML products, concentrated in retail, hospitality, fitness, sports, and health/wellness.
Services and capabilities: Innowise Group vs MobiDev
| Capability | Innowise Group | MobiDev |
|---|---|---|
| Custom ML model development | ✓ | ✓ |
| Deep learning & computer vision | ✗ | ✓ |
| NLP & LLM / Generative AI | ✗ | ✗ |
| MLOps & production deployment | ✗ | ✗ |
| Data engineering | ✗ | ✓ |
| AI strategy consulting | ✓ | ✗ |
| Staff augmentation | ✓ | ✓ |
Tech stack comparison: Innowise Group vs MobiDev
| Framework / platform | Innowise Group | MobiDev |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | N/A |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: Innowise Group vs MobiDev
| Criterion | Innowise Group | MobiDev |
|---|---|---|
| Minimum engagement | Not published | $20K |
| Engagement models | Fixed project, Dedicated team, Staff augmentation | Fixed project, Dedicated team |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Enterprise / not published | Accessible |
Target audience comparison: Innowise Group vs MobiDev
| Dimension | Innowise Group | MobiDev |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Technology/SaaS, Healthcare, Retail | Retail, Hospitality, Health & Fitness |
| Best use cases | Companies wanting a single vendor for a full product build that includes an ML component, Full-cycle development programs where AI/ML is one feature among several | Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product, Health and fitness apps needing an ML-driven personalization or tracking feature |
| Typical project type | Fixed project | Fixed project |
Innowise Group vs MobiDev: pros and cons
| Innowise Group | |
|---|---|
| + | 18 years of continuous growth from founding to 3,000+ employees |
| + | Recent international office expansion (UK, UAE, Germany, 2023–2024) signals active growth investment |
| + | Full-cycle development scope means AI/ML features can be built directly into a larger product without a separate vendor |
| + | 3,000+ engineers supports substantial delivery capacity for large programs |
| - | AI/ML is one of many services (alongside web, mobile, cloud, QA, cybersecurity) rather than the firm's defining specialty |
| - | Less AI-specific certification or research-driven positioning than boutique ML specialists on this list |
| - | Minimum engagement size not publicly disclosed |
| MobiDev | |
|---|---|
| + | 65+ delivered AI/ML products gives a concrete, countable delivery track record rather than general marketing claims |
| + | Deliberate AI/ML practice build-out since 2018, rather than a very recent pivot |
| + | Named vertical concentration (retail, hospitality, fitness, health) supports domain-specific product experience |
| + | Mid-size team (290–400) balances specialist focus with real delivery capacity |
| - | Narrower industry focus than horizontal AI consultancies serving finance, healthcare, and manufacturing broadly |
| - | Smaller scale than the large enterprise IT firms on this list, limiting very large multi-team programs |
| - | AI/ML sits alongside a broader general custom-software-development practice |
Who should choose Innowise Group?
Innowise Group is the right choice for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..
Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Healthcare, Retail, Financial Services.
Who should choose MobiDev?
MobiDev is the right choice for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. Minimum engagement starts at $20K. Works best with clients in Retail, Hospitality, Health & Fitness, Sports.
Decision matrix: Innowise Group vs MobiDev
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Innowise Group |
| You need a large dedicated team for an ongoing programme | Innowise Group |
| Your budget is at the lower end | Compare: Innowise Group (Not published) vs MobiDev ($20K) |
| You need specialist depth in a specific vertical | Innowise Group |
| You need staff augmentation or team extension | Innowise Group |
| You need consulting before committing to a build | Innowise Group |
Use case fit: Innowise Group vs MobiDev
| Use case | Innowise Group fit | MobiDev fit | Winner |
|---|---|---|---|
| Companies wanting a single vendor for a full product build that includes an ML component | Strong | Strong | Both equally |
| Full-cycle development programs where AI/ML is one feature among several | Strong | Limited | Innowise Group |
| Retail or hospitality companies wanting computer-vision or recommendation features built into an existing product | Limited | Strong | MobiDev |
| Health and fitness apps needing an ML-driven personalization or tracking feature | Limited | Strong | MobiDev |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Strong | Limited | Innowise Group |
Verdict: Innowise Group vs MobiDev
MobiDev (4.2/5) is the stronger overall choice for most Machine Learning Development projects. 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. It is best for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
Innowise Group (3.9/5) is the better choice when companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. If your situation matches those criteria, Innowise Group is a competitive option.
Related comparisons
Innowise Group vs MobiDev FAQ
Is Innowise Group better than MobiDev?
MobiDev (4.2/5) scores higher overall, but "better" depends on your use case. Innowise Group is better for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. MobiDev is better for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..
How do Innowise Group and MobiDev differ in pricing?
Innowise Group uses fixed project, dedicated team, staff augmentation pricing with a minimum engagement of Not published. MobiDev uses fixed project and dedicated team pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Innowise Group or MobiDev?
Innowise Group is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.
What are the main differences between Innowise Group and MobiDev?
Innowise Group's primary differentiator is: full-cycle software development scope (web, mobile, cloud, qa, security) with ai/ml as one of several integrated specialties.. MobiDev's primary differentiator is: 65+ delivered ai/ml products concentrated in retail, hospitality, fitness, and health/wellness verticals.. They also differ in team size (1,001–5,000 vs 201–500), minimum engagement (Not published vs $20K), and primary industries served (Technology/SaaS, Healthcare vs Retail, Hospitality).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.